AI recommendations: which businesses AI names in your city

The term has two meanings. In e-commerce, AI recommendations come from a recommendation engine: a system that uses data about customer behavior, browsing history and similar items to show personalized product recommendations on a website. That is a feature of an online store.

This page is about the other meaning: the answer an AI assistant gives when a person asks who to choose. When someone types "who is the best dentist in Batumi" into ChatGPT, the assistant names a few businesses, often with a short reason and links to sources. For a local company this answer works like the first page of Google used to: the companies in it get the call, the others are not considered at all.

A recommendation engine in an online store is built on data. Collaborative filtering suggests items that customers with similar behavior bought; content based filtering suggests items with similar features; hybrid systems combine both. Modern recommendation systems use machine learning models that update suggestions as the customer browses, and stores test them by conversion rates and average order value.

These systems help sales inside one platform. They do not decide which store or service a person chooses in the first place. That first choice increasingly happens in a conversation with an AI assistant, which is why AI rankings of businesses are a separate topic.

There is no form to submit and no paid placement. AI assistants recommend companies they can find and trust in relevant sources: your website, Google Business Profile, directories and review sites, articles in local media. The practical steps are the same as for ranking in AI answers in general.

Start with a free AI visibility check to see what assistants say about you today and who they name instead. AI visibility monitoring tracks your questions every day for your city and competitors. If you want the work done for you, GEO optimization covers the sources, content and structured data that AI relies on.